Matthias Nickles

ORCID

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 18

Top Venues

Technical University Munich (PHD)

Education History

Technical University Munich

PHD

Publications

Mashal Khan, Frank G. Glavin, Matthias Nickles
Empowering Federated Learning: Tackling Client Drift and Resource Constraints with Knowledge Distillation by Combining Losses. AICS (2023)
Kristýna Onderková, Matthias Nickles
Exploring Abductive Reasoning in Language Models for Data-to-Text Generation. AICS (2023)
Mashal Khan, Frank G. Glavin, Matthias Nickles
Federated Learning as a Privacy Solution - An Overview. ISM (2023)
Matthias Nickles
diff-SAT - A Software for Sampling and Probabilistic Reasoning for SAT and Answer Set Programming. CoRR (2021)
Prakhar Gurawa, Matthias Nickles
Drug Similarity and Link Prediction Using Graph Embeddings on Medical Knowledge Graphs. CoRR (2021)
Mani Vegupatti, Matthias Nickles, Bharathi Raja Chakravarthi
Simple Question Answering Over a Domain-Specific Knowledge Graph using BERT by Transfer Learning. AICS (2020)
Emir Muñoz, Pasquale Minervini, Matthias Nickles
Embedding cardinality constraints in neural link predictors. SAC (2019)
Matthias Nickles
Sampling-Based SAT/ASP Multi-model Optimization as a Framework for Probabilistic Inference. ILP (2018)
Emir Muñoz, Matthias Nickles
Statistical Relation Cardinality Bounds in Knowledge Bases. Trans. Large Scale Data Knowl. Centered Syst. 39 (2018)
Matthias Nickles
Differentiable SAT/ASP. PLP@ILP (2018)
Matthias Nickles
Distribution-Aware Sampling of Answer Sets. SUM (2018)
Matthias Nickles
Differentiable Satisfiability and Differentiable Answer Set Programming for Sampling-Based Multi-Model Optimization. CoRR (2018)
Emir Muñoz, Pasquale Minervini, Matthias Nickles
Embedding Cardinality Constraints in Neural Link Predictors. CoRR (2018)
Fernando Bobillo, Kenneth J. Laskey, Trevor Martin, Matthias Nickles
Special issue on "Uncertainty Reasoning for the Web". Int. J. Approx. Reason. 93 (2018)
Emir Muñoz, Matthias Nickles
Mining Cardinalities from Knowledge Bases. DEXA (1) (2017)
Chinmay Choudhary, Matthias Nickles, Colm O'Riordan
Supervised and Unsupervised Approaches to the Ontology-Based Disambiguation of JSON Documents. AICS (2017)
Matthias Nickles
A Tool for Probabilistic Reasoning Based on Logic Programming and First-Order Theories Under Stable Model Semantics. JELIA (2016)
Matthias Nickles
PrASP Report. CoRR (2016)
Matthias Nickles, Alessandra Mileo
A System for Probabilistic Inductive Answer Set Programming. SUM (2015)
Matthias Nickles, Alessandra Mileo
A Hybrid Approach to Inference in Probabilistic Non-Monotonic Logic Programming. PLP@ICLP (2015)
Matthias Nickles, Achim Rettinger
Interactive Relational Reinforcement Learning of Concept Semantics (Extended Abstract). ICAPS (2015)
Matthias Nickles, Alessandra Mileo
Probabilistic Inductive Logic Programming Based on Answer Set Programming. CoRR (2014)
Matthias Nickles, Achim Rettinger
Interactive relational reinforcement learning of concept semantics. Mach. Learn. 94 (2) (2014)
Matthias Nickles, Alessandra Mileo
Web Stream Reasoning Using Probabilistic Answer Set Programming. RR (2014)
Matthias Nickles
Functional-Logic Programming for Web Knowledge Representation, Sharing and Querying. EKAW (2014)
Matthias Nickles
A System for the Use of Answer Set Programming in Reinforcement Learning. JELIA (2012)
Matthias Nickles
Integrating Relational Reinforcement Learning with Reasoning about Actions and Change. ILP (2011)
Achim Rettinger, Matthias Nickles, Volker Tresp
Statistical relational learning of trust. Mach. Learn. 82 (2) (2011)
Matthias Nickles, Achim Rettinger
Partially Observable Markov Decision Processes with Behavioral Norms. Normative Multi-Agent Systems (2009)
Matthias Nickles, Davide Sottara
Approaches to Uncertain or Imprecise Rules - A Survey. RuleML (2009)
Achim Rettinger, Matthias Nickles, Volker Tresp
Statistical Relational Learning with Formal Ontologies. ECML/PKDD (2) (2009)
Angelika Först, Achim Rettinger, Matthias Nickles
Argumentation- vs. Proposal-Based Negotiation: An Empirical Case Study on the Basis of Game-Theoretic Solution Concepts. ArgMAS (2008)
Achim Rettinger, Matthias Nickles, Volker Tresp
A statistical relational model for trust learning. AAMAS (2) (2008)
Matthias Nickles, Ruth Cobos
An Approach to Description Logic with Support for Propositional Attitudes and Belief Fusion. URSW (LNCS Vol.) (2008)
Matthias Nickles
Towards a Logic of Graded Normativity and Norm Adherence. Normative Multi-agent Systems (2007)
Achim Rettinger, Matthias Nickles, Volker Tresp
Learning Initial Trust Among Interacting Agents. CIA (2007)
Matthias Nickles
Social acquisition of ontologies from communication processes. Appl. Ontology 2 (3-4) (2007)
Gerhard Weiß, Matthias Nickles, Michael Rovatsos, Felix A. Fischer
Specifying the intertwining of cooperation and autonomy in agent-based systems. J. Netw. Comput. Appl. 30 (3) (2007)
Matthias Nickles
ISWC 2006 (Semantic Web Conference). Künstliche Intell. 21 (1) (2007)
Matthias Nickles, Michael Rovatsos, Marco Schmitt, Wilfried Brauer, Felix A. Fischer, Thomas Malsch, Kai Paetow, Gerhard Weiß
The Empirical Semantics Approach to Communication Structure Learning and Usage: Individualistic Vs. Systemic Views. J. Artif. Soc. Soc. Simul. 10 (1) (2007)
Matthias Nickles, Felix A. Fischer, Gerhard Weiß
Communication Attitudes: A Formal Approach to Ostensible Intentions, and Individual and Group Opinions. Electron. Notes Theor. Comput. Sci. 157 (4) (2006)
Matthias Nickles
Modeling Social Attitudes on the Web. ISWC (2006)
Benoit Gaudou, Andreas Herzig, Dominique Longin, Matthias Nickles
A New Semantics for the FIPA Agent Communication Language Based on Social Attitudes. ECAI (2006)
Felix A. Fischer, Matthias Nickles
Computational Opinions. ECAI (2006)
Matthias Nickles, Ruth Cobos
Social Contexts and the Probabilistic Fusion and Ranking of Opinions: Towards a Social Semantics for the Semantic Web. URSW (2006)
Matthias Nickles, Michael Rovatsos, Wilfried Brauer, Gerhard Weiß
Communication Systems: A Unified Model of Socially Intelligent Systems. Socionics (2005)
Gerhard Weiß, Felix A. Fischer, Matthias Nickles, Michael Rovatsos
Operational Modelling of Agent Autonomy: Theoretical Aspects and a Formal Language. AOSE (2005)
Matthias Nickles, Gerhard Weiß
for the Compilation and Enactment of Communication Structures. Socionics (2005)
Matthias Nickles, Ruth Cobos, Gerhard Weiß, Tina Froehner
Multi-Source Knowledge Bases and Ontologies with Multiple Individual and Social Viewpoints. Web Intelligence (2005)
Matthias Nickles, Felix A. Fischer
Communication Attitudes: A Formal Account of Ostensible Beliefs and Intentions. EUMAS (2005)
Matthias Nickles, Michael Rovatsos, Gerhard Weiß
Expectation-oriented modeling. Eng. Appl. Artif. Intell. 18 (8) (2005)
Tina Froehner, Matthias Nickles, Gerhard Weiß, Wilfried Brauer, Rolf Franken
Integration of Ontologies and Knowledge from Distributed Autonomous Sources. Künstliche Intell. 19 (1) (2005)
Matthias Nickles
AAMAS 2004. Künstliche Intell. 18 (4) (2004)
Matthias Nickles, Michael Rovatsos, Gerhard Weiß
Formulating Agent Communication Semantics and Pragmatics as Behavioral Expectations. AC (2004)
Matthias Nickles, Michael Rovatsos, Gerhard Weiß
Empirical-Rational Semantics of Agent Communication. AAMAS (2004)
Gerhard Weiß, Johann Duscher, Matthias Nickles, Michael Rovatsos
Spezifikation von Softwareautonomie. Künstliche Intell. 18 (4) (2004)
Tina Froehner, Matthias Nickles, Gerhard Weiß
Open Ontologies - The Need for Modeling Heterogeneous Knowledge. IKE (2004)
Matthias Nickles, Michael Rovatsos, Wilfried Brauer, Gerhard Weiß
Towards a Unified Model of Sociality in Multiagent Systems. ACIS Int. J. Comput. Inf. Sci. 5 (2) (2004)
Matthias Nickles, Tina Froehner, Gerhard Weiß
Social Annotation of Semantically Heterogeneous Knowledge. SemAnnot@ISWC (2004)
Matthias Nickles, Gerhard Weiß
A Framework for the Social Description of Resources in Open Environments. CIA (2003)
Michael Rovatsos, Matthias Nickles, Gerhard Weiß
An Empirical Model of Communication in Multiagent Systems. Workshop on Agent Communication Languages (2003)
Matthias Nickles, Michael Rovatsos, Wilfried Brauer, Gerhard Weiß
Towards a Unified Model of Socialitiy in Multiagent Systems. SNPD (2003)
Matthias Nickles, Gerhard Weiß
Agent-Based Social Assessment of Shared Resources. AP2PC (2003)
Michael Rovatsos, Matthias Nickles, Gerhard Weiß
Interaction is meaning: a new model for communication in open systems. AAMAS (2003)
Gerhard Weiß, Michael Rovatsos, Matthias Nickles
Capturing agent autonomy in roles and XML. AAMAS (2003)
Matthias Nickles, Michael Rovatsos, Gerhard Weiß
A Schema for Specifying Computational Autonomy. ESAW (2002)
Wilfried Brauer, Matthias Nickles, Michael Rovatsos, Gerhard Weiß, Kai F. Lorentzen
Expectation-Oriented Analysis and Design. AOSE (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthias Nickles